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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. | K-Dense-AI/ | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | 2 days ago |
| 2 | Sample-size and statistical power calculations for planning studies. | spacering-net/ | 3.9k | 1 repo | ~3.6k | Automated safety check: Notes | MIT | today |
| 3 | Audits or rewrites the statistical reporting in a manuscript: experimental units, replication, tests, uncertainty and figure legends, without inventing missing details. | Yuan1z0825/ | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | A skill your agent uses when asked to review, edit, or improve the writing quality of a scientific or engineering manuscript. | labarba/ | 852 | — | ~2.4k | Automated safety check: Pass | CC-BY-4.0 | 2 mo ago |
| 5 | Design experiments and studies BEFORE data is collected — choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. | Oleafly/ | 212 | 3 repos | ~3.5k | Automated safety check: Notes | MIT | today |
| 6 | Experiment executor and monitor for academic research. An agent skill from Imbad0202/experiment-agent. | Imbad0202/ | 199 | — | ~3.1k | Automated safety check: Pass | CC-BY-NC-4.0 | 16 days ago |
| 7 | Structured performance opportunity investigation for SpiderMonkey (the Firefox JavaScript engine). | SAP/ | 180 | 2 repos | ~4.1k | Automated safety check: Pass | GPL-3.0 | today |
| 8 | Deterministic mathematical computation using SymPy. An agent skill from ananddtyagi/cc-marketplace. | ananddtyagi/ | 687 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 8 mo ago |
| 9 | 数学建模竞赛解题全流程指导。覆盖国赛(CUMCM)和美赛(MCM/ICM)全部题型(A-F),提供12种问题本质分析、95+场景模型决策矩阵、5本算法Cookbook、11本完整例题Playbook、22个Python+7个MATLAB可运行代码模板。与math-modeling-paper形成"解题→写作"配对。当用户提及建模思路、选什么模型、怎么建模、赛题求解、粘贴赛题文本、美赛/国赛题目分… | Lupynow/ | 415 | — | ~2.1k | Automated safety check: Pass | MIT | 2 mo ago |
| 10 | Writes statistical analysis code for experimental data, runs it through a four-round review, and reports effect sizes, p-values and confidence intervals. | lingzhi227/ | 390 | — | ~886 | Automated safety check: Pass | No licence | 7 mo ago |
| 11 | Define extraction schema, extract study data from full texts, and store it in a structured database for meta-analysis. | htlin222/ | 139 | — | ~1.6k | Automated safety check: Pass | Unknown | 18 days ago |
| 12 | Six-phase process for reproducing a published paper's results from provided data, from variable mapping and sample filtering through regression tables and a written report. | xjtulyc/ | 617 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 7 mo ago |
| 13 | Runs exploratory data analysis on tabular data after you confirm each column's measurement level, then writes CSV tables and a narrative summary. | TyrealQ/ | 108 | — | ~1.1k | Automated safety check: Pass | MIT | 17 days ago |
| 14 | PhD-level expertise in data science, statistics, and machine learning. | magnus919/ | 289 | — | ~3.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 15 | 15.Rounding Audit R code that prepares CSR/TLF statistics for SAS-compatible rounding compliance (ties away from zero, round-once-at-display, fixed trailing-zero precision). | RConsortium/ | 120 | — | ~3.8k | Automated safety check: Pass | MIT | 7 days ago |
| 16 | Builds, fits, checks and compares Bayesian models in PyMC, from priors and NUTS sampling to variational inference, LOO and WAIC comparison, and diagnostics. | davila7/ | 33k | 11 repos | ~3.9k | Automated safety check: Pass | MIT | today |
| 17 | 17.Dnasp Population genetics of pre-aligned DNA sequences or multi-sample VCFs using selected DnaSP 6 methods. | ClawBio/ | 1.2k | — | ~5.1k | Automated safety check: Pass | MIT | yesterday |
| 18 | Runs differential gene expression analysis on bulk RNA-seq counts with PyDESeq2: design formulas, Wald tests, FDR correction and volcano or MA plots. | davila7/ | 33k | 11 repos | ~4k | Automated safety check: Pass | MIT | today |
| 19 | Fits and evaluates survival models with scikit-survival: Cox models, Random Survival Forests, boosting, survival SVMs, concordance index, Brier score and competing risks. | davila7/ | 33k | 11 repos | ~3.7k | Automated safety check: Pass | MIT | today |
| 20 | You MUST use this before any data analysis or investigation - before exploring a dataset, loading or profiling data, running a model, computing a statistic, or testing an idea, and before any… | K-Dense-AI/ | 350 | — | ~2.5k | Automated safety check: Pass | Unknown | 27 days ago |
| 21 | Score a claim against the evidence behind it. An agent skill from OpenMinis/MinisSkills. | OpenMinis/ | 446 | — | ~2.4k | Automated safety check: Pass | MIT | 3 days ago |
| 22 | Query NHGRI-EBI GWAS Catalog for SNP-trait associations. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 10 repos | ~5k | Automated safety check: Pass | MIT | today |
| 23 | This skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model performance", "generate scientific figures", "check significance"… | Galaxy-Dawn/ | 5.7k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 18 days ago |
| 24 | Recommends target journals for manuscript submission by analyzing the paper topic/abstract and the journal distribution of similar PubMed literature; use when users ask for journal… | aipoch/ | 1.9k | — | ~1.7k | Automated safety check: Pass | MIT | 24 days ago |
| 25 | Fetch a regional slice of plasma pQTL summary statistics from the UK Biobank Pharma Proteomics Project (UKB-PPP; Sun 2023 Nature) for a specific (protein, ancestry) measurement. | ClawBio/ | 1.2k | — | ~4.6k | Automated safety check: Pass | MIT | yesterday |
| 26 | Systematic experimental results analysis workflow for ML/AI research papers. | catlog22/ | 564 | — | ~3.4k | Automated safety check: Notes | No licence | 3 days ago |
| 27 | A skill your agent uses for PhD-level expertise in data science, statistics, and machine learning: rigorous statistical analysis, experimental design, causal inference, advanced modeling, research… | magnus919/ | 119 | — | ~4.1k | Automated safety check: Pass | MIT | today |
| 28 | 28.Openpiv Performs Particle Image Velocimetry (PIV) analysis with OpenPIV. | K-Dense-AI/ | 48k | 1 repo | ~4.8k | Automated safety check: Notes | BSD-3-Clause | 6 days ago |
| 29 | Calculates sample sizes and statistical power for study planning. | K-Dense-AI/ | 48k | 1 repo | ~4.4k | Automated safety check: Notes | MIT | 6 days ago |
| 30 | 30.Tiledbvcf Stores and retrieves genomic variant calls with TileDB-VCF. An agent skill from K-Dense-AI/scientific-agent-skills. | K-Dense-AI/ | 48k | 1 repo | ~3.5k | Automated safety check: Pass | MIT | 6 days ago |
| 31 | Calculate Wilson Score confidence intervals for ranking items by positive proportion with sample size correction. | asgard-ai-platform/ | 242 | — | ~1.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 32 | Searches BGPT scientific papers by topic or DOI and retrieves claim-level evidence extracted from full text, including experiments, reported statistics, scope, limitations, and provenance. | K-Dense-AI/ | 48k | 1 repo | ~2k | Automated safety check: Pass | MIT | 6 days ago |
| 33 | End-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission. | RedWoodOG/ | 177 | 6 repos | ~16k | Automated safety check: Notes | MIT | 4 mo ago |
| 34 | This skill should be used when the user asks to "analyze experimental results", "generate results section", "statistical analysis of experiments", "compare model performance", "create results… | OpenLAIR/ | 1.2k | — | ~2.5k | Automated safety check: Pass | Unknown | 23 days ago |
| 35 | A skill your agent uses when the final answer strategy calls for a prediction, forecast, probability estimate, price target, expected value, threshold outcome, scenario outlook, or prediction-style… | NVIDIA-AI-Blueprints/ | 886 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 36 | Run hypothesis tests, analyze A/B experiment results, calculate sample sizes, and interpret statistical significance with effect sizes. | alirezarezvani/ | 28k | — | ~2.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 37 | Verify statistics and claims in blog posts by fetching cited source URLs and checking if the claimed data actually appears on the page. | AgriciDaniel/ | 2.3k | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 38 | 38.Challenge Stress-test a finding against the choices you did not make. An agent skill from pedrohcgs/claude-code-my-workflow. | pedrohcgs/ | 1.7k | — | ~1.9k | Automated safety check: Notes | MIT | 13 days ago |
| 39 | A skill your agent uses when constructing or revising regression tables, descriptive statistics tables, or figures after results are estimated and before submission for an AER, AER:Insights, or AEJ… | brycewang-stanford/ | 4.6k | 1 repo | ~2k | Automated safety check: Pass | Unknown | 5 days ago |
| 40 | Domain-specific statistical power analysis guidance for cognitive and neuroscience research, encoding effect size priors and sample size recommendations by modality | NeuroAIHub/ | 1.1k | — | ~3.4k | Automated safety check: Pass | AGPL-3.0 | 8 days ago |
| 41 | Generate R/Python code for volcano plots from DEG (Differentially Expressed Genes) analysis results. | aipoch/ | 1.9k | — | ~2.5k | Automated safety check: Pass | MIT | 24 days ago |
| 42 | Production-ready genomics and epigenomics data processing for BixBench questions. | wu-yc/ | 1.1k | 2 repos | ~14k | Automated safety check: Pass | No licence | 6 mo ago |
| 43 | Analyze metabolomics data including metabolite identification, quantification, pathway analysis, and metabolic flux. | wu-yc/ | 1.1k | 2 repos | ~5.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 44 | A skill your agent uses when data needs statistical analysis. | Aperivue/ | 333 | — | ~7k | Automated safety check: Pass | MIT | 5 days ago |
| 45 | Run a referee-grade review of the manuscript in the open project without changing a single manuscript file. | Oleafly/ | 212 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 46 | 46.Fact Checker Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. | daymade/ | 1.4k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 47 | Compute spatial statistics for spatial transcriptomics data using Squidpy. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.8k | Automated safety check: Pass | No licence | 2 mo ago |
| 48 | Tests associations between categorical variables in clinical data using chi-square, Fisher's exact, Boschloo, Cochran-Mantel-Haenszel, and modern McNemar variants with calibrated confidence… | GPTomics/ | 1.2k | 2 repos | ~6.3k | Automated safety check: Pass | MIT | 1 mo ago |